Many users have had questions about how to document AI prompts, which is a similar, but related, issue to citing AI chats or AI tools. An AI prompt is the instruction that you give AI to generate results. The title of the chat might be similar to, or the same as, an initial prompt (depending on whether users can edit the title), but it is distinct in that it does not necessarily capture all the iterations and refinements typical of most AI interactions.
Researchers should document the prompts used with AI tools for their own records. To the extent that it helps readers, these prompts can be included where the AI use is disclosed, or elsewhere as appropriate, such as in an appendix or supplemental material. Whether that’s appropriate and useful for readers is a decision you should make in conjunction with your editor or instructor. Discussing prompts in this way is similar to how authors may report summary statistics (and not every data point) in their paper but retain the full data set for their records and plan to make them available upon reader request.
For example, within a chat with AI, you might begin with one prompt and then refine the prompt after seeing the output. When writing about the prompt(s), for example, you might say something like this:
I provided the following prompt to Gemini (Google, 2025): “Please create an image of students in a classroom studying grammar concepts.” After reviewing the initial image created, I refined the images by adding more detail, asking Gemini to include more racial and ethnic diversity in the student population and specifying the age range should be adolescents.
The reference you create would be for the chat, not the prompt(s).
Providing information about prompts increases transparency, helps readers better understand exactly how you used the AI tool, and could even help with future research replications or extensions of your work. For example, future researchers could try using the same prompt(s) with other models and/or AI tools.
Thus, when deemed useful for readers, prompts can be described in the text, but they are not included in the reference. This is because a prompt
- doesn’t fit into one of the four APA Style reference elements: author, date, title, and source.
- doesn’t help readers retrieve the work, which is the rationale for the four elements included in references.
- would likely be difficult to fully and accurately report in a single reference. Because an author might prompt the AI several times and make refinements, details about prompts are best described in the text.
- would likely to be too long for references. In references for social media, we guard against excessive length by truncating the title (the text of the social media post) at 20 words. However, if prompts were included in references, limiting them to 20 words might unduly limit their usefulness to readers. If the prompt is important, it’s better to include it in full in the Method section or another appropriate spot such as an appendix as determined in collaboration with your instructor, editor, or publisher.
Describing prompts as needed in the text is similar to how authors sometimes describe aspects of a source in the text when those details do not appear in the reference. For example, sometimes a webpage will credit the author (who is included in the reference) and also a reviewer. The reviewer’s name is not included in the reference, but if it is particularly important, this detail can be included with the in-text citation or in context in text. This is, of course, rarely needed and up to the author’s discretion.
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